Classifying TikTok videos
Classifies TikTok videos as claims or opinions to support a more focused human-review workflow.
Data Analyst based in Singapore. My work spans industry and healthcare research, turning complex data into clear insights and practical tools.
Projects
Projects across analytics, machine learning, and dashboards.
Cleaning housing data
Transformed raw housing records in SQL Server into a more consistent, analysis-ready dataset.
Interactive dashboards
A collection of visual tools designed to make performance and trend questions easier to explore.
Other projects
Movie data exploration
I explored relationships between movie budgets, gross earnings, and genres using pandas, seaborn, and Matplotlib.
Bike sales dashboard
I prepared customer data, created age brackets and pivot tables, and built an interactive dashboard to explore bike-sales patterns.
COVID-19 data exploration
I used SQL Server joins, aggregations, and window functions to explore historical cases, deaths, and vaccination data.
TCD product scraper
I used requests and BeautifulSoup to collect a product’s name, price, and review count into dated CSV records.
Research & publications
At University of Malaya Medical Centre, I brought together data from more than 10 sources to help build the MeLODY diabetes database and cleaned and analysed Malaysia’s National Diabetes Registry, involving 1.6 million patients.
I also contributed to communicating research findings through a workshop with the University of Oxford and Malaysia’s Ministry of Health. The publications below are collaborative studies that I co-authored.
-
Trends in all-cause mortality among adults with diagnosed type 2 diabetes in West Malaysia: 2010–2019
-
Health poverty among people with type 2 diabetes mellitus (T2DM) in Malaysia
-
Effects of mobile health interventions on health-related outcomes in older adults with type 2 diabetes: A systematic review and meta-analysis